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2025-03-18 4:32am
v23
·
8 days ago
2025-01-11 11:19am
v22
·
2 months ago
2024-10-10 11:56am
v19
·
6 months ago
Without Augmentation
v18
·
6 months ago
With Augmentation
v17
·
6 months ago
2024-09-24 8:44pm
v15
·
6 months ago
2024-09-23 10:22am
v14
·
6 months ago
Version13
v13
·
6 months ago
Version12
v12
·
6 months ago
Version11
v11
·
6 months ago
Version10
v10
·
6 months ago
Last Version
v9
·
6 months ago
Dataset_version_1
v4
·
7 months ago
Dtaset_Version_2
v3
·
7 months ago
v10

Version10

Generated on Sep 16, 2024
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7285 Total Images

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Dataset Split

Train Set 88%
6390Images
Valid Set 8%
603Images
Test Set 4%
292Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%

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students-behaviors-detection
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train
Labels
Attributes
Raw Data

Annotations

Group:
Annotation

Classes

Layers

 
Worksheet
1

Unused Classes

Closed-Book
Electronic-Book
No-Book
Opened-Book
Raising-Hand
Student-Answers
Student-Reads
Student-Writes
Teacher-Explains
Teacher-Follows-up-Students

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Attributes

2024_05_07_11_35_IMG_1269_MOV-0116.jpg

640x640
0.41MP

Updated Oct 3, 56680

2:15PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Rotation 9°
Saturation 1%
Exposure -4%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "6GgaUPRx313TN3wWQHxR"
    ],
    "destination": "5b525a81f16c71c13ed0ef9ecdff32d8",
    "height": 640,
    "id": "6uUAP4HURllC2vgGVdhd",
    "label": [],
    "labels": [],
    "name": "2024_05_07_11_35_IMG_1269_MOV-0116.jpg",
    "numSteps": 5,
    "owner": "Wn0Ghv3rkdZugYbD9FOsfQIRt7w1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[9]",
        "saturation:[1]",
        "exposure:[-4]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "9°"
        },
        {
            "name": "Saturation",
            "value": "1%"
        },
        {
            "name": "Exposure",
            "value": "-4%"
        }
    ],
    "source": "6uUAP4HURllC2vgGVdhd",
    "split": "train",
    "split.6GgaUPRx313TN3wWQHxR.10": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[9]\",\n    \"saturation:[1]\",\n    \"exposure:[-4]\"\n]",
    "updated": 1726504726538,
    "updatedDate": "Oct 3, 56680",
    "updatedTime": "2:15PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "6GgaUPRx313TN3wWQHxR/10"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Worksheet",
            "x": 508.5,
            "y": 313.5,
            "width": 49,
            "height": 75
        }
    ],
    "height": 640,
    "key": "2024_05_07_11_35_IMG_1269_MOV-0116.jpg",
    "width": 640
}

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